The application value and limitations of metagenomic detection technology based on cerebrospinal fluid samples in suspected central nervous system infection: a retrospective study

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Authors: Qiujuan Feng, Baoyi Liu, Huazhao Liu, Yaqin Fan, Shanshan Gao, Jing Zhang, Yingjie Kuang, Wenshan Wang, Huiqiang Liang, Yulan Qiu, Huamei Wen, Zize Feng
+7 more Yin Huang, Wanli Zuo, Xin Zhang, Jincheng Zeng, Jinhua Wu, Yuanhao Liang, Jiyong Gu
Cited by: 3
References: 30

Abstract

Background Accurately diagnosing central nervous system (CNS) infections remains challenging. This study aimed to evaluate the effectiveness of metagenomic next-generation sequencing (mNGS) in diagnosing suspected CNS infections and its role in facilitating rapid and accurate pathogen identification. Methods This retrospective study enrolled cerebrospinal fluid specimens from 246 patients with suspected CNS infections and 20 controls with definitively ruled-out infections. Using clinical diagnoses established by an expert panel based on comprehensive criteria as the reference standard, we evaluated the diagnostic performance of mNGS relative to culture and conventional tests. Additionally, we analyzed the therapeutic guidance value of positive mNGS results and risk factors for false negatives. Results mNGS showed 73.2% (180/246) agreement with clinical diagnosis, superior to culture (54.1%, 133/246) and conventional methods (61.4%, 151/246). For general bacteria and fungi, mNGS showed 61.9% (26/42) concordance with culture. False negatives in mNGS predominantly involved viral missed detection. Age, presence of systemic infection, headache, and cerebrospinal fluid glucose levels were likely key determinants of mNGS performance. mNGS detection of Epstein–Barr virus, Streptococcus spp., Mycobacterium tuberculosis complex, herpes simplex virus type 1, and Staphylococcus spp. suggested high pathogenic potential, whereas Torque teno virus detection more likely indicated carriage or experimental contamination. Conclusion mNGS holds significant value for the diagnosis, therapeutic management, and prognostic assessment of suspected CNS infections.

Fields of Study & Subjects

Bacterial Infections and Vaccines Genomics and Phylogenetic Studies Infectious Encephalopathies and Encephalitis

Publication details

Journal / source
Frontiers in Microbiology
Publisher
Frontiers Media SA
Volume
16
Pages
1689253–1689253
Publication date
7 January 2026
Language
EN